how get curvelet transform in MATLAB?
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i want to get curvelet transform from image. consider i have 512*512 gray-level image. i read curvelet transform theory and it's relation with ridglet transform,but i have now two questions: my first question is if i have 512*512 gray-level image and i convert it to a vector by size (512*512)*1, what will size of it's curvelet transform and does it a vector? and my second question is how i can get curvelet transform in MATLAB from a vector?
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Answers (2)
Nasser Eslahi
on 28 May 2022
- Regarding your first question on the size of curvelet spectra: depending on your selected decomposition (scales, rotation angles, and spatial positions), the size of curvelet subbands may differ. For instance, applying a forward discrete curvelet transform, with 6 levels of decomposition and 16 rotations, to a 512x512 image yields 6x1 cell, where each cell contains sub-cells, and each sub-cells contains a 2D array or a scalar double.
- Regarding your second question: please visit this link where you can find the code for forward and inverse curvelet transforms as well as a demo on image denoising via curvelet thresholding
https://www.mathworks.com/matlabcentral/fileexchange/112215-act?s_tid=srchtitle_ACT_1
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